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  • 1
    Orig.schr. Ausgabe: 初版.
    Title: ソフトウェアアーキテクチャメトリクス : : アーキテクチャ品質を改善する 10のアドバイス = Software architecture metrics : case studies to improve the quality of your architecture /
    Publisher: 東京都新宿区 : オライリー・ジャパン
    ISBN: 9784814400607 , 4814400608
    Language: Japanese
    Pages: 1 online resource (276 pages)
    Edition: Shohan.
    Uniform Title: Software architecture metrics
    DDC: 005.1/4
    Keywords: Software measurement Case studies ; Software architecture ; Mesure du logiciel ; Études de cas ; Architecture logicielle ; Sofutōea kōgaku
    Abstract: Software architecture metrics are key to the maintainability and architectural quality of a software project and they can warn you about dangerous accumulations of architectural and technical debt early in the process. In this practical book, leading hands-on software architects share case studies to introduce metrics that every software architect should know. This isn't a book about theory. It's more about practice and implementation, about what has already been tried and worked. Detecting software architectural issues early is crucial for the success of your software: it helps mitigate the risk of poor performance and lowers the cost of repairing those issues. Written by practitioners for software architects and software developers eager to explore successful case studies, this guide will help you learn more about decision and measurement effectiveness. Through contributions from 10 prominent practitioners, this book shares key software architecture metrics to help you set the right KPIs and measure the results. You'll learn how to: measure how well your software architecture is meeting your goals, choose the right metrics to track (and skip the ones you don't need), improve observability, testability, and deployability, prioritize software architecture projects, and build insightful and relevant dashboards--Publisher's description.
    Note: Includes bibliographical references , In Japanese.
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  • 2
    Orig.schr. Ausgabe: 初版.
    Title: Pythonではじめるオープンエンドな進化的アルゴリズム : : 発散型の機械学習による多様な解の探索 /
    Publisher: 東京都新宿区 : オライリー・ジャパン
    ISBN: 9784814400003 , 4814400004
    Language: Japanese
    Pages: 1 online resource (296 pages)
    Edition: Shohan.
    DDC: 005.1
    Keywords: Computer algorithms ; Machine learning ; Python (Computer program language) ; Algorithmes ; Apprentissage automatique ; Python (Langage de programmation) ; algorithms
    Note: Includes bibiographical references
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  • 3
    Orig.schr. Ausgabe: 初版.
    Title: コンピュータビジョンのための実践機械学習 : : モデルアーキテクチャからMLOpsまで = Practical machine learning for computer vision : end-to-end machine learning for images /
    Publisher: オライリー・ジャパン,
    ISBN: 9784814400386 , 4814400381
    Language: Japanese
    Pages: 1 online resource (520 pages) , illustrations.
    Edition: Shohan.
    Uniform Title: Practical machine learning for computer vision
    DDC: 006.37
    Keywords: Computer vision ; Machine learning ; Vision par ordinateur ; Apprentissage automatique
    Note: In Japanese.
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  • 4
    Orig.schr. Ausgabe: 初版.
    Title: 機械学習システムデザイン : : 実運用レベルのアプリケーションを実現する継続的反復プロセス /
    Publisher: オライリー・ジャパン,
    ISBN: 9784814400409 , 4814400403
    Language: Japanese
    Pages: 1 online resource (408 pages)
    Edition: Shohan.
    Uniform Title: Designing machine learning systems
    DDC: 006.3/1
    Keywords: Machine learning ; Artificial intelligence Industrial applications ; System design ; Artificial intelligence Design ; Computational learning theory ; Engineering Data processing ; Apprentissage automatique ; Intelligence artificielle ; Applications industrielles ; Conception de systèmes ; Théorie de l'apprentissage informatique ; Ingénierie ; Informatique
    Abstract: "Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements. Author Chip Huyen, co-founder of Claypot AI, considers each design decision--such as how to process and create training data, which features to use, how often to retrain models, and what to monitor--in the context of how it can help your system as a whole achieve its objectives. The iterative framework in this book uses actual case studies backed by ample references".
    Note: In Japanese.
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  • 5
    Orig.schr. Ausgabe: Ebook版.
    Title: C++ ソフトウェア設計 : : 高品質設計の原則とデザインパターン /
    Publisher: 東京都新宿区 : オライリー・ジャパン
    ISBN: 9784814400454 , 4814400454
    Language: Japanese
    Pages: 1 online resource (408 pages)
    Edition: Ebookban.
    Uniform Title: C++ software design
    DDC: 005.12
    Keywords: C++ (Computer program language) ; Software architecture ; Computer software Development ; Object-oriented programming (Computer science) ; C++ (Langage de programmation) ; Architecture logicielle ; Programmation orientée objet (Informatique)
    Note: In Japanese.
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  • 6
    Orig.schr. Ausgabe: 初版.
    Title: ソフトウェアアーキテクチャの基礎 : : エンジニアリングに基づく体系的アプローチ /
    Publisher: オライリー・ジャパン,
    ISBN: 9784873119823 , 4873119820
    Language: Japanese
    Pages: 1 online resource (436 pages) , illustrations.
    Edition: Shohan.
    Uniform Title: Fundamentals of software architecture
    DDC: 005.1/2
    Keywords: Software architecture ; Software architecture
    Note: Includes bibiographical references , In Japanese.
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  • 7
    Orig.schr. Ausgabe: 初版.
    Title: ソフトウェアアーキテクチャ・ハードパーツ : : 分散アーキテクチャのためのトレードオフ分析 /
    Publisher: オライリー・ジャパン,
    ISBN: 9784814400065 , 4814400063
    Language: Japanese
    Pages: 1 online resource (472 pages)
    Edition: Shohan.
    Uniform Title: Software architecture
    DDC: 005.1/2
    Keywords: Software architecture ; Electronic data processing Distributed processing
    Note: Includes bibiographical references , In Japanese.
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  • 8
    Orig.schr. Ausgabe: 初版.
    Title: マイクロサービスアーキテクチャ, 第 2版 /
    Publisher: オライリー・ジャパン,
    ISBN: 9784814400010 , 4814400012
    Language: Japanese
    Pages: 1 online resource (664 pages)
    Edition: Shohan.
    Uniform Title: Building microservices
    DDC: 005.1/2
    Keywords: Software architecture ; Service-oriented architecture (Computer science) ; Computer software Development
    Abstract: "Distributed systems have become more fine-grained in the past 10 years, shifting from code-heavy monolithic applications to smaller, self-contained microservices. But developing these systems brings its own set of headaches. With lots of examples and practical advice, this book takes a holistic view of the topics that system architects and administrators must consider when building, managing, and evolving microservice architectures. Microservice technologies are moving quickly. Author Sam Newman provides you with a firm grounding in the concepts while diving into current solutions for modeling, integrating, testing, deploying, and monitoring your own autonomous services. You'll follow a fictional company throughout the book to learn how building a microservice architecture affects a single domain." --
    Note: Includes bibiographical references , In Japanese.
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  • 9
    Orig.schr. Ausgabe: 初版.
    Title: マイクロフロントエンド : : マイクロサービスアーキテクチャの概念をフロントエンドに拡張し, 信頼性, 自律性の高いシステムを構築する /
    Publisher: オライリー・ジャパン,
    ISBN: 9784814400027 , 4814400020
    Language: Japanese
    Pages: 1 online resource (404 pages) , illustrations.
    Edition: Shohan.
    Uniform Title: Building micro-frontends
    DDC: 005.4/37
    Keywords: User interfaces (Computer systems) ; Software architecture ; Service-oriented architecture (Computer science) ; Application software Development
    Abstract: "What's the answer to today's increasingly complex web applications? Micro-frontends. Inspired by the microservices model, this approach lets you break interfaces into separate features managed by different teams of developers. With this practical guide, Luca Mezzalira shows software architects, tech leads, and software developers how to build and deliver artifacts atomically rather than use a big bang deployment. You'll learn how micro-frontends enable your team to choose any library or framework. This gives your organization technical flexibility and allows you to hire and retain a broad spectrum of talent. Micro-frontends also support distributed or colocated teams more efficiently. Pick up this book and learn how to get started with this technological breakthrough right away." --
    Note: Includes bibiographical references , In Japanese.
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  • 10
    Orig.schr. Ausgabe: 初版.
    Title: 機械学習による実用アプリケーション構築 : : 事例を通じて学ぶ, 設計から本番稼働までのプロセス /
    Publisher: オライリー・ジャパン,
    ISBN: 9784873119502 , 4873119502
    Language: Japanese
    Pages: 1 online resource (256 pages)
    Edition: Shohan.
    Uniform Title: Building machine learning powered applications
    DDC: 006.31
    Keywords: Machine learning ; Application software Development ; Apprentissage automatique ; Logiciels d'application ; Développement ; Application software ; Development ; Machine learning ; Electronic books
    Abstract: "Learn the skills necessary to design, build, and deploy applications powered by machine learning (ML). Through the course of this hands-on book, you'll build an example ML-driven application from initial idea to deployed product. Data scientists, software engineers, and product managers--including experienced practitioners and novices alike--will learn the tools, best practices, and challenges involved in building a real-world ML application step by step. Author Emmanuel Ameisen, an experienced data scientist who led an AI education program, demonstrates practical ML concepts using code snippets, illustrations, screenshots, and interviews with industry leaders. Part I teaches you how to plan an ML application and measure success. Part II explains how to build a working ML model. Part III demonstrates ways to improve the model until it fulfills your original vision. Part IV covers deployment and monitoring strategies. This book will help you:Define your product goal and set up a machine learning problemBuild your first end-to-end pipeline quickly and acquire an initial datasetTrain and evaluate your ML models and address performance bottlenecksDeploy and monitor your models in a production environment." --
    Note: Online resource; title from title details screen (O'Reilly, viewed April 19, 2022)
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  • 11
    Orig.schr. Ausgabe: 初版.
    Title: Pythonではじめる教師なし学習 : : 機械学習の可能性を広げるラベルなしデータの利用 /
    Publisher: オライリー・ジャパン,
    ISBN: 9784873119106 , 4873119103
    Language: Japanese
    Pages: 1 online resource (344 pages)
    Edition: Shohan.
    Uniform Title: Hands-on unsupervised learning using Python
    DDC: 006.31
    Keywords: Machine learning ; Artificial intelligence ; Python (Computer program language) ; Artificial Intelligence ; Apprentissage automatique ; Intelligence artificielle ; Python (Langage de programmation) ; artificial intelligence ; Artificial intelligence ; Machine learning ; Python (Computer program language) ; Electronic books
    Abstract: Many industry experts consider unsupervised learning the next frontier in artificial intelligence, one that may hold the key to the holy grail in AI research, the so-called general artificial intelligence. Since the majority of the world's data is unlabeled, conventional supervised learning cannot be applied; this is where unsupervised learning comes in. Unsupervised learning can be applied to unlabeled datasets to discover meaningful patterns buried deep in the data, patterns that may be near impossible for humans to uncover. Author Ankur Patel provides practical knowledge on how to apply unsupervised learning using two simple, production-ready Python frameworks - scikit-learn and TensorFlow using Keras. With the hands-on examples and code provided, you will identify difficult-to-find patterns in data and gain deeper business insight, detect anomalies, perform automatic feature engineering and selection, and generate synthetic datasets. All you need is programming and some machine learning experience to get started.
    Note: Includes bibiographical references and index. - Online resource; title from title details screen (O'Reilly, viewed April 20, 2022)
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  • 12
    Orig.schr. Ausgabe: 第 2版.
    Title: Scikit-learn, Keras, TensorFlowによる実践機械学習 /
    Publisher: オライリー・ジャパン,
    ISBN: 9784873119281 , 4873119286
    Language: Japanese
    Pages: 1 online resource (832 pages)
    Edition: Dai 2-han.
    Uniform Title: Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow
    Parallel Title: Parallele Sprachausgabe Saikittorān to tensorufurō ni yoru jissen kikai gakushū.
    DDC: 006.3/1
    Keywords: TensorFlow ; Machine learning ; Artificial intelligence ; Python (Computer program language) ; Artificial Intelligence ; Apprentissage automatique ; Intelligence artificielle ; Python (Langage de programmation) ; artificial intelligence ; Artificial intelligence ; Machine learning ; Python (Computer program language) ; Electronic books
    Abstract: "Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks - Scikit-Learn and TensorFlow 2 - the author helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You'll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you've learned, all you need is programming experience to get started." --
    Note: Online resource; title from title details screen (O’Reilly, viewed April 20, 2022)
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  • 13
    Online Resource
    Online Resource
    Tōkyō-to Shinjuku-ku : Orairī Japan
    Orig.schr. Ausgabe: 初版.
    Title: Design it! : : プログラマーのためのアーキテクティング入門 /
    Publisher: オライリー・ジャパン,
    ISBN: 9784873118956 , 4873118956
    Language: Japanese
    Pages: 1 online resource (404 pages) , illustrations.
    Edition: Shohan.
    DDC: 005.1/2
    Keywords: Software architecture
    Abstract: "Don't engineer by coincidence-design it like you mean it! Filled with practical techniques, Design It! is the perfect introduction to software architecture for programmers who are ready to grow their design skills. Lead your team as a software architect, ask the right stakeholders the right questions, explore design options, and help your team implement a system that promotes the right -ilities. Share your design decisions, facilitate collaborative design workshops that are fast, effective, and fun-and develop more awesome software! With dozens of design methods, examples, and practical know-how, Design It! shows you how to become a software architect. Walk through the core concepts every architect must know, discover how to apply them, and learn a variety of skills that will make you a better programmer, leader, and designer. Uncover the big ideas behind software architecture and gain confidence working on projects big and small. Plan, design, implement, and evaluate software architectures and collaborate with your team, stakeholders, and other architects. Identify the right stakeholders and understand their needs, dig for architecturally significant requirements, write amazing quality attribute scenarios, and make confident decisions. Choose technologies based on their architectural impact, facilitate architecture-centric design workshops, and evaluate architectures using lightweight, effective methods. Write lean architecture descriptions people love to read. Run an architecture design studio, implement the architecture you've designed, and grow your team's architectural knowledge. Good design requires good communication. Talk about your software architecture with stakeholders using whiteboards, documents, and code, and apply architecture-focused design methods in your day-to-day practice. Hands-on exercises, real-world scenarios, and practical team-based decision-making tools will get everyone on board and give you the experience you need to become a confident software architect." " --
    Note: Includes bibiographical references , In Japanese.
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